How to specify values to Orthogonal Matching Pursuit Algorithm (OMP)?

Hi, I downloaded this function ,

Could you please how can I apply it on a grayscale image? What should I specify K,y,A ?what they are doing? Thanks a lot

[Image Analyst]

Most likely no one here has that code, so you should contact the author.